Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9529042 | 0.9932958 | 0.8928289 | 0.0389165 | 0.9437991 |
| bt | 0.7723705 | 0.7775029 | 0.9407843 | 0.1491431 | 0.4401200 |
| maxnet | 0.6522763 | 0.7686104 | 0.9734419 | 0.2108896 | 0.4408749 |
| gam | 0.8092622 | 0.7887438 | 0.8935306 | 0.1418070 | 0.4446497 |
| glm | 0.7708006 | 0.7392123 | 0.8371589 | 0.1537939 | 0.4287330 |